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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Rayne Holland

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#artificial intelligence Preprint Sep 2026

When Honesty is Not Enough in AI Debate

Scalable oversight aims to verify the behaviour of agents whose capabilities exceed those of their overseers. AI debate has been proposed as an oversight solution in which competing agents help a resource-limited verifier assess claims that it cannot reliably evaluate unaided. Much of its promise rests on incentivizing...

Rayne Holland, Li-Ming Zhu, Jason Xue · 0 citations

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